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00-notes
00-notes
 
 
01-project-overview
01-project-overview
 
 
02-algorithm-description
02-algorithm-description
 
 
03-inspiring-works
03-inspiring-works
 
 
04-algorithm-selection
04-algorithm-selection
 
 
05-the-field
05-the-field
 
 
06-optimization-algorithms
06-optimization-algorithms
 
 
07-language-selection
07-language-selection
 
 
08-random_search
08-random_search
 
 
09-adaptive-random-search
09-adaptive-random-search
 
 
10-hill-climbing
10-hill-climbing
 
 
11-guided-local-search
11-guided-local-search
 
 
12-variable-neighborhood-search
12-variable-neighborhood-search
 
 
13-reactive-search-optimization
13-reactive-search-optimization
 
 
14-grasp
14-grasp
 
 
15-iterated-local-search
15-iterated-local-search
 
 
16-tabu-search
16-tabu-search
 
 
17-scatter-search
17-scatter-search
 
 
18-reactive-tabu-search
18-reactive-tabu-search
 
 
19-stochastic_algorithms
19-stochastic_algorithms
 
 
20-genetic-algorithm
20-genetic-algorithm
 
 
21-genetic-programming
21-genetic-programming
 
 
22-evolutionary_programming
22-evolutionary_programming
 
 
23-evolution-strategies
23-evolution-strategies
 
 
24-learning-classifier-system
24-learning-classifier-system
 
 
25-differential-evolution
25-differential-evolution
 
 
26-grammatical-evolution
26-grammatical-evolution
 
 
27-gene-expression-programming
27-gene-expression-programming
 
 
28-nsga
28-nsga
 
 
29-spea
29-spea
 
 
30-evolutionary-algorithms
30-evolutionary-algorithms
 
 
31-clonal-selection-algorithm
31-clonal-selection-algorithm
 
 
32-negative-selection-algorithm
32-negative-selection-algorithm
 
 
33-immune-network-algorithm
33-immune-network-algorithm
 
 
34-dendritic-cell-algorithm
34-dendritic-cell-algorithm
 
 
35-algorithm-testing
35-algorithm-testing
 
 
36-immune-algorithms
36-immune-algorithms
 
 
37-particle-swarm
37-particle-swarm
 
 
38-ant-system
38-ant-system
 
 
39-ant-colony-system
39-ant-colony-system
 
 
40-swarm-algorithms
40-swarm-algorithms
 
 
41-simulated-annealing
41-simulated-annealing
 
 
42-memetic-algorithm
42-memetic-algorithm
 
 
43-extremal-optimization
43-extremal-optimization
 
 
44-perceptron
44-perceptron
 
 
45-backpropagation
45-backpropagation
 
 
46-learning-vector-quantization
46-learning-vector-quantization
 
 
47-pbil
47-pbil
 
 
48-umda
48-umda
 
 
49-compact-genetic-algorithm
49-compact-genetic-algorithm
 
 
50-airs
50-airs
 
 
51-bees-algorithm
51-bees-algorithm
 
 
52-bfoa
52-bfoa
 
 
53-cultural-algorithm
53-cultural-algorithm
 
 
54-harmony-search
54-harmony-search
 
 
55-cross-entropy-method
55-cross-entropy-method
 
 
56-bayesian_optimization_algorithm
56-bayesian_optimization_algorithm
 
 
57-hopfield-network
57-hopfield-network
 
 
58-self-organizing-map
58-self-organizing-map
 
 
59-neural-algorithms
59-neural-algorithms
 
 
60-physical-algorithms
60-physical-algorithms
 
 
61-probabilistic-algorithms
61-probabilistic-algorithms
 
 
62-ruby-quick-start
62-ruby-quick-start
 
 
63-prorgamming-paradigms
63-prorgamming-paradigms
 
 
64-devising-new-algorithms
64-devising-new-algorithms
 
 
65-racing-algorithms
65-racing-algorithms
 
 
66-problem-solving-method
66-problem-solving-method
 
 
67-visualization
67-visualization
 
 
68-blurb
68-blurb
 
 
release
release
 
 
README.textile
README.textile
 
 
a_template.tex
a_template.tex
 
 
algorithm2e.sty
algorithm2e.sty
 
 
bibtex.bib
bibtex.bib
 
 
lua.def
lua.def
 
 
report-template.tex
report-template.tex
 
 
upquote.sty
upquote.sty
 
 

README.textile

Workspace

Overview

This directory contains a workspace for developing content for the Clever Algorithms book by Jason Brownlee.

JabRef is proposed for managing the bibtex.

This directory provides a collection of notes and technical reports, organized into directories by topic/report. The methodology for content development involves the completion of a large number of small (2-4 man days), discrete, independent, formal reports on topics in or about the book that may be further developed or incorporated directly into the book itself. It is a methodology that promotes the prolonged capture of ad hoc and dis-contiguous effort to support project momentum and motivation through the production of tangible work product that contributes to the project objective.

This methodology worked very well for me in the past while working on my PhD project, see:

Technical Reports

This section contains a listing of outcomes and deliverables during the project.

Please refer to the book for the final content, all technical reports should be considered preliminary and now outdated.

Technical Reports

Overview

Stochastic Algorithms

Evolutionary Algorithms

Immune Algorithms

Swarm Algorithms

Physical Algorithms

Neural Algorithms

Probabilistic Algorithms

Advanced Topics